Fasano_3DKS: Run a Three-dimensional Kolmogorov-Smirnov Test

In kaitlynstrickfaden/FasanoMDKS: Fasano and Franceschini (1987) Multi-Dimensional Kolmogorov-Smirnov Tests

Description

Run a three-dimensional Kolmogorov-Smirnov test as defined by Fasano and Franceschini (1987). Allows for specification of the number of randomization to perform and the desired alpha level.

Usage

Fasano_3DKS(xcol, ycol, zcol, rands = 5000, alpha = 0.05)

Arguments

xcol	a vector of x values
ycol	a vector of y values
zcol	a vector of z values
rands	A numeric indicating how many randomizations to perform. Default is 5000.
alpha	A numeric between 0 and 1 for the desired alpha level. Default is 0.05.

Value

A data frame of summary values and statistics (the maximum D-value; the x, y, z, and p values at the maximum D-value; and the minimum and maximum x, y, and z values for the statistically-significant observations)

Examples

xcol <- rnorm(10)
ycol <- rnorm(10)
zcol <- rnorm(10)

Fasano_3DKS(xcol, ycol, zcol, rands = 2000, alpha = 0.05)

## Not run: 
xcol <- rnorm(10)
ycol <- rnorm(10)
zcol <- rnorm(5)

Fasano_3DKS(xcol, ycol, zcol, rands = 2000, alpha = 0.05)

## End(Not run)

kaitlynstrickfaden/FasanoMDKS documentation built on Dec. 21, 2021, 5:16 a.m.